Move Fast and Don't Break Things - How to Build a Scalable Data Platform

Move Fast and Don't Break Things - How to Build a Scalable Data Platform

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15 of 40

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Move Fast and Don't Break Things - How to Build a Scalable Data Platform

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  1. 1 Intro
  2. 2 About Dagworks
  3. 3 Todays Agenda
  4. 4 Agenda
  5. 5 Drag Race
  6. 6 Cognitive Dissonance
  7. 7 Time Energy
  8. 8 Quantitative Finance
  9. 9 Building a Platform
  10. 10 Strategic Goals of a Platform
  11. 11 My Favorite Platform
  12. 12 Getting Started
  13. 13 Users
  14. 14 Hamilton
  15. 15 DataFrames
  16. 16 Driver
  17. 17 TLDR
  18. 18 decorators
  19. 19 map to your data workflow
  20. 20 testing
  21. 21 unit test
  22. 22 pathway testing
  23. 23 Scaling
  24. 24 Parallelization
  25. 25 Data Quality
  26. 26 CheckOut
  27. 27 Customization
  28. 28 Life Cycle Method
  29. 29 materializes
  30. 30 production use case
  31. 31 machine learning pipeline
  32. 32 machine learning pipeline in practice
  33. 33 ML and Rag case
  34. 34 DAG case
  35. 35 Tokenizer
  36. 36 Summarization
  37. 37 Drive it Home
  38. 38 Recap
  39. 39 Platform abstraction
  40. 40 New approach to data

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